Quick onboard to Amazon SageMaker domain - Amazon SageMaker
Setup for single usersDefault settings
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Quick onboard to Amazon SageMaker domain

This topic describes how to onboard to Amazon SageMaker domain by using the Set up for single users procedure from the SageMaker console. This procedure sets up your domain in a single click and uses Amazon Identity and Access Management (IAM) authentication.

For information on how to set up your domain with advanced settings, see Custom onboarding using IAM for the custom IAM authentication set up and Custom onboarding to Amazon SageMaker domain using IAM Identity Center for the custom IAM Identity Center authentication set up.

RStudio support is not currently available when onboarding using the Set up for single users procedure. To use RStudio, you must onboard using the Set up for organizations procedure.

Quick setup for single users

After satisfying the prerequisites (create an Amazon account, create an administrative user, and set up your Amazon CLI) in Set Up Amazon SageMaker Prerequisites, expand one of the following instruction options and follow the steps.

  1. Open the SageMaker console.

  2. On the landing page you will see New to SageMaker? on the right. If you do not see this option, open the the left navigation pane and choose Amazon SageMaker at the top of the navigation pane.

  3. Under New to SageMaker?, choose Set up for single user. Your domain and user profile are created automatically.

  1. Open the SageMaker console.

  2. Open the left navigation pane.

  3. Under Admin configurations, choose Domains.

  4. Choose Create domain.

  5. Choose Set up for single user (Quick setup). Your domain and user profile are created automatically.

Now that you've onboarded to the domain, you can launch an application by opening the SageMaker console and choosing the environment from the left navigation pane.

For information about adding users to your domain, see Add and Remove User Profiles.

Default settings

When you onboard to Amazon SageMaker domain using the Set up for single user procedure, SageMaker uses the following defaults as part of the domain and user profile creation. You can't modify these defaults using the Set up for single user procedure.

  • Domain name: SageMaker automatically assigns the name of the domain with a timestamp in the following format.

    QuickSetupDomain-YYYYMMDDTHHMMSS

  • User profile name: SageMaker automatically assigns the name of the user profile with a timestamp in the following format.

    default-YYYYMMDDTHHMMSS

  • Domain execution role: SageMaker creates a new IAM role and attaches the AmazonSageMakerFullAccess policy. When using the quick setup and the updated Amazon SageMaker Studio is your default experience, your IAM role also includes the AmazonSageMakerCanvasFullAccess, AmazonSageMakerCanvasAIServicesAccess, AmazonS3FullAccess policies.

  • User profile execution role: SageMaker sets the user profile execution role to the same IAM role used for the domain execution role.

  • Shared space execution role: SageMaker sets the shared space execution role to the same IAM role used for the domain execution role.

  • SageMaker Canvas time series forecasting role: SageMaker creates a new IAM role with the permissions required to use the SageMaker Canvas time series forecasting feature.

  • Amazon S3 bucket: SageMaker creates an Amazon S3 bucket named with the following format for notebook sharing.

    sagemaker-studio-XXXXXXXXXXXXXXX

  • Amazon VPC: SageMaker selects a public VPC with the following logic.

    1. If there is a default VPC with associated subnets in the Region, SageMaker uses it.

    2. If there is no default VPC or the default VPC has no associated subnets, then SageMaker uses any existing VPC with associated subnets. If there are multiple existing VPCs, SageMaker can select any of them.